Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-15 1.226243 1.504657 1.867022 2.390131 3.157616 4.301549 6.273329
2025-06-22 0.868917 1.168226 1.619922 2.409583 3.915326 7.161364 17.295257
2025-06-29 0.676994 0.958687 1.422818 2.341893 4.469433 10.862521 54.732696
2025-07-06 0.563880 0.827860 1.291028 2.299632 5.048733 16.616623 361.178394
2025-07-13 0.513245 0.782839 1.289244 2.519377 6.648444 36.673631 NaN
2025-07-20 0.466231 0.731600 1.256655 2.649524 8.287568 90.110337 NaN
2025-07-27 0.419756 0.671330 1.187062 2.643826 9.470143 232.498894 NaN
2025-08-03 0.376717 0.610009 1.099575 2.542635 10.065770 636.687125 NaN
2025-08-10 0.350395 0.576945 1.067761 2.603704 12.012053 74668.142828 NaN
2025-08-17 0.331615 0.555827 1.058602 2.740995 15.322186 NaN NaN
2025-08-24 0.309473 0.524573 1.017642 2.742025 17.644393 NaN NaN
2025-08-31 0.286076 0.487844 0.955880 2.633012 18.411731 NaN NaN
2025-09-07 0.273793 0.473803 0.951518 2.771472 24.395031 NaN NaN
2025-09-14 0.258534 0.451582 0.921378 2.784915 29.082413 NaN NaN
2025-09-21 0.242090 0.425012 0.874769 2.699555 31.265182 NaN NaN
2025-09-28 0.228383 0.403204 0.837969 2.647276 34.711770 NaN NaN
2025-10-05 0.224250 0.402396 0.860466 2.918205 59.174524 NaN NaN
2025-10-12 0.217450 0.394684 0.861375 3.079829 93.628149 NaN NaN
2025-10-19 0.207746 0.379228 0.836209 3.072732 119.695568 NaN NaN
2025-10-26 0.196651 0.359588 0.795358 2.947013 124.602776 NaN NaN
2025-11-02 0.190174 0.350383 0.785753 3.022823 194.310842 NaN NaN
2025-11-09 0.185675 0.345486 0.788992 3.193923 437.240192 NaN NaN
2025-11-16 0.178817 0.334273 0.770005 3.195210 720.748255 NaN NaN